SOTAVerified

Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Showing 1290112950 of 14297 papers

TitleStatusHype
Threshold-Based Retrieval and Textual Entailment Detection on Legal Bar Exam Questions0
Thrust: Adaptively Propels Large Language Models with External Knowledge0
THUIR@COLIEE-2020: Leveraging Semantic Understanding and Exact Matching for Legal Case Retrieval and Entailment0
pEBR: A Probabilistic Approach to Embedding Based Retrieval0
PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead0
THUTR: A Translation Retrieval System0
What Matters in Learning from Large-Scale Datasets for Robot Manipulation0
What Set of Documents to Present to an Analyst?0
Pearl: Personalizing Large Language Model Writing Assistants with Generation-Calibrated Retrievers0
Tiering as a Stochastic Submodular Optimization Problem0
Retrieval-Augmented Feature Generation for Domain-Specific Classification0
TIGER: Text-Instructed 3D Gaussian Retrieval and Coherent Editing0
Tightly Coupled Learning Strategy for Weakly Supervised Hierarchical Place Recognition0
Tight Semi-Nonnegative Matrix Factorization0
TimbreCLIP: Connecting Timbre to Text and Images0
Time-Aware and Corpus-Specific Entity Relatedness0
Time-Equivariant Contrastive Video Representation Learning0
What's in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams0
What Sketch Explainability Really Means for Downstream Tasks0
PDV: Prompt Directional Vectors for Zero-shot Composed Image Retrieval0
TimeRAF: Retrieval-Augmented Foundation model for Zero-shot Time Series Forecasting0
TimeRAG: BOOSTING LLM Time Series Forecasting via Retrieval-Augmented Generation0
Tiny CNN for feature point description for document analysis: approach and dataset0
Tiny Descriptors for Image Retrieval with Unsupervised Triplet Hashing0
PDMM: A novel Primal-Dual Majorization-Minimization algorithm for Poisson Phase-Retrieval problem0
PDH : Probabilistic deep hashing based on MAP estimation of Hamming distance0
Tip of the Tongue Known-Item Retrieval: A Case Study in Movie Identification0
What Sketch Explainability Really Means for Downstream Tasks?0
TISIS : Trajectory Indexing for SImilarity Search0
T-Know: a Knowledge Graph-based Question Answering and Infor-mation Retrieval System for Traditional Chinese Medicine0
PDFTriage: Question Answering over Long, Structured Documents0
TMCIR: Token Merge Benefits Composed Image Retrieval0
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering0
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering0
Three-in-One: Robust Enhanced Universal Transferable Anti-Facial Retrieval in Online Social Networks0
Together we stand: Siamese Networks for Similar Question Retrieval0
To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers0
What the F-measure doesn't measure: Features, Flaws, Fallacies and Fixes0
Token-Event-Role Structure-based Multi-Channel Document-Level Event Extraction0
TokenFlow: Rethinking Fine-grained Cross-modal Alignment in Vision-Language Retrieval0
Online Hashing with Similarity Learning0
TokenRec: Learning to Tokenize ID for LLM-based Generative Recommendation0
PCRP: Unsupervised Point Cloud Object Retrieval and Pose Estimation0
PCA-RAG: Principal Component Analysis for Efficient Retrieval-Augmented Generation0
TOME: A Two-stage Approach for Model-based Retrieval0
Paying More Attention to Self-attention: Improving Pre-trained Language Models via Attention Guiding0
Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models0
Paying Attention to Activation Maps in Camera Pose Regression0
ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval0
Tools for Terminology Processing0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second183.53Unverified
2ElasticsearchQueries per second21.8Unverified
3BM25-PTQueries per second6.49Unverified
4Rank-BM25Queries per second1.18Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second20.88Unverified
2ElasticsearchQueries per second7.11Unverified
3Rank-BM25Queries per second0.04Unverified
#ModelMetricClaimedVerifiedStatus
1BM25SQueries per second41.85Unverified
2ElasticsearchQueries per second12.16Unverified
3Rank-BM25Queries per second0.1Unverified
#ModelMetricClaimedVerifiedStatus
1FLMRRecall@589.32Unverified
2RA-VQARecall@582.84Unverified
#ModelMetricClaimedVerifiedStatus
1PreFLMRRecall@562.1Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP-KIStext-to-video Mean Rank30Unverified
#ModelMetricClaimedVerifiedStatus
1CLIP4OutfitRecall@57.59Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1MetaGen Blended RAGAccuracy (Top-1)82.1Unverified
#ModelMetricClaimedVerifiedStatus
1COLTCOMP@84.55Unverified
#ModelMetricClaimedVerifiedStatus
1hello0L1,121,222Unverified